Struct WorkloadClassifier 

pub struct WorkloadClassifier { /* private fields */ }

RL-based workload classifier with UCB1 algorithm

Implementations

impl WorkloadClassifier

pub fn new() -> Self

Create a new classifier

pub fn record_point_read(&self)

Record a point read

pub fn record_range_scan(&self)

Record a range scan

pub fn record_insert(&self)

Record an insert

pub fn record_update(&self)

Record an update

pub fn record_delete(&self)

Record a delete

pub fn record_vector_search(&self)

Record a vector search

pub fn extract_features(&self) -> FeatureVector

Extract features from operation counters

pub fn workload_type(&self) -> WorkloadType

Get the current workload type

pub fn current_config(&self) -> TuningConfig

Get the current tuning configuration

pub fn start_reward_measurement(&self)

Start measuring reward (throughput)

pub fn end_reward_measurement(&self)

End measurement and update the bandit

pub fn select_arm(&self) -> usize

Select the next arm using UCB1

pub fn update_config(&self)

Update the configuration based on current workload

pub fn stats(&self) -> ClassifierStats

Get statistics

Trait Implementations

impl Default for WorkloadClassifier

fn default() -> Self

Returns the “default value” for a type.